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ID | Описание | Дата |
---|---|---|
1f70bf93-9687-437d-86ac-4e989fd08bf8 | revolutionize global deliverables | 2023-12-11 |
b40c9161-f627-401d-a583-afe393024e9d | leverage vertical solutions | 2004-05-03 |
f6eb21f2-fb23-4ca1-a104-cbd2a3c08da3 | streamline distributed methodologies | 1997-08-22 |
a46d406a-f863-4083-bc58-14f962f5ea4e | facilitate bleeding-edge models | 2024-07-02 |
d19e2ac7-c105-4491-9a65-c6064d36db09 | streamline cross-media functionalities | 2016-02-18 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Engineer | 12986.745 | 4 | 3 | 10 | 2 | 30 | 18 | 16.80 | 7.0 | Standard | 1489.49 | 37.661505 | Yes | 16.719300 | 72.346514 | Low_spent_Small_value_payments | 296.857061 | Standard | 108 |
50 | Architect | 122713.600 | 5 | 6 | 14 | 2 | 11 | 8 | 10.46 | 1.0 | Standard | 128.33 | 43.509017 | NM | 146.268887 | 150.684158 | High_spent_Medium_value_payments | 964.460288 | Standard | 277 |
45 | Media_Manager | 28942.300 | 8 | 3 | 13 | 2 | 12 | 15 | 6.08 | 3.0 | Standard | 690.71 | 34.881452 | Yes | 41.837774 | 204.284113 | Low_spent_Small_value_payments | 265.563946 | Standard | 378 |
19 | Doctor | 72125.200 | 3 | 5 | 12 | 2 | 7 | 17 | 10.52 | 6.0 | Standard | 95.23 | 26.232203 | Yes | 84.489296 | 191.902964 | High_spent_Small_value_payments | 593.051073 | Standard | 235 |
36 | Musician | 16364.675 | 8 | 5 | 12 | 2 | 9 | 12 | 9.92 | 0.0 | Good | 60.17 | 37.862320 | No | 16.379777 | 96.482020 | Low_spent_Small_value_payments | 343.310494 | Standard | 189 |
30 | Scientist | 177546.360 | 5 | 1 | 5 | 0 | 3 | 6 | 7.30 | 1.0 | Good | 715.97 | 25.657411 | No | 0.000000 | 1319.345527 | Low_spent_Small_value_payments | 452.007473 | Good | 360 |
43 | Scientist | 109864.470 | 8 | 6 | 16 | 0 | 15 | 10 | 8.67 | 7.0 | Standard | 35.21 | 28.768084 | Yes | 0.000000 | 888.034233 | Low_spent_Medium_value_payments | 301.303017 | Standard | 241 |
41 | Teacher | 83789.220 | 8 | 6 | 2 | 2 | 8 | 18 | 9.21 | 3.0 | Good | 1185.23 | 30.615477 | No | 98.486071 | 445.310484 | Low_spent_Small_value_payments | 451.346946 | Standard | 379 |
42 | Lawyer | 29377.620 | 5 | 4 | 5 | 1 | 15 | 16 | 11.48 | 8.0 | Standard | 911.06 | 33.462739 | Yes | 17.327220 | 53.743679 | High_spent_Large_value_payments | 411.942601 | Standard | 336 |
37 | Musician | 26508.580 | 5 | 7 | 12 | 3 | 15 | 22 | 7.54 | 4.0 | Good | 1356.64 | 25.267043 | NM | 35.372569 | 224.676117 | Low_spent_Medium_value_payments | 269.956146 | Standard | 323 |
45 | Doctor | 15608.695 | 7 | 3 | 12 | 4 | 12 | 16 | 12.35 | 10.0 | Standard | 488.34 | 23.486699 | Yes | 26.777829 | 178.492274 | Low_spent_Small_value_payments | 221.402355 | Standard | 236 |
31 | Media_Manager | 27592.700 | 8 | 7 | 12 | 4 | 23 | 19 | 4.45 | 4.0 | Standard | 1310.17 | 28.527056 | No | 61.620162 | 151.555082 | Low_spent_Medium_value_payments | 302.563922 | Good | 355 |
52 | Engineer | 19646.255 | 3 | 6 | 10 | 2 | 8 | 1 | 6.70 | 1.0 | Good | 614.76 | 36.137662 | No | 30.118977 | 52.728760 | High_spent_Medium_value_payments | 350.271055 | Standard | 347 |
25 | Accountant | 117499.470 | 4 | 5 | 8 | 0 | 10 | 8 | 12.32 | 0.0 | Good | 337.90 | 32.283447 | No | 0.000000 | 194.788301 | High_spent_Large_value_payments | 1023.273949 | Standard | 361 |
18 | Writer | 176295.000 | 5 | 2 | 9 | 2 | 10 | 10 | 4.32 | 1.0 | Good | 44.91 | 30.550079 | No | 158.373733 | 501.220916 | High_spent_Small_value_payments | 1096.430351 | Good | 214 |
28 | Entrepreneur | 29453.840 | 7 | 5 | 12 | 5 | 7 | 23 | 19.45 | 7.0 | Standard | 249.36 | 29.411867 | Yes | 86.086308 | 53.346905 | High_spent_Small_value_payments | 343.315454 | Standard | 177 |
43 | Mechanic | 32464.100 | 4 | 3 | 10 | 1 | 6 | 8 | 4.82 | 1.0 | Standard | 681.09 | 41.244240 | No | 19.186561 | 95.016109 | High_spent_Medium_value_payments | 402.631496 | Standard | 387 |
15 | Engineer | 8984.620 | 8 | 4 | 18 | 7 | 15 | 0 | 14.27 | 9.0 | Standard | 720.17 | 34.098378 | Yes | 31.086195 | 58.471217 | Low_spent_Small_value_payments | 258.014422 | Standard | 0 |
36 | Doctor | 63213.120 | 4 | 4 | 9 | 4 | 11 | 9 | 8.47 | 7.0 | Good | 584.85 | 36.033909 | No | 166.117653 | 153.217838 | Low_spent_Large_value_payments | 474.040510 | Standard | 278 |
19 | Musician | 17816.750 | 5 | 5 | 8 | 1 | 31 | 15 | 1.03 | 5.0 | Standard | 438.66 | 29.290612 | Yes | 12.031821 | 74.119354 | Low_spent_Medium_value_payments | 356.221742 | Standard | 190 |
33 | Manager | 44264.410 | 3 | 3 | 6 | 2 | 15 | 2 | 9.66 | 3.0 | Good | 1312.23 | 31.959359 | No | 40.482424 | 136.325574 | High_spent_Medium_value_payments | 448.762085 | Standard | 0 |
32 | Journalist | 85084.800 | 4 | 3 | 12 | 1 | 11 | 6 | 12.49 | 1.0 | Standard | 100.42 | 35.752024 | NM | 69.201730 | 186.467263 | High_spent_Medium_value_payments | 694.071007 | Standard | 256 |
43 | Teacher | 14215790.000 | 4 | 6 | 13 | 2 | 6 | 18 | 11.11 | 1.0 | Standard | 1077.50 | 32.723302 | NM | 187.676813 | 951.438607 | Low_spent_Medium_value_payments | 282.080914 | Standard | 324 |
55 | Musician | 64193.970 | 6 | 7 | 1 | 1 | 28 | 9 | 6.61 | 6.0 | Good | 28.52 | 38.642565 | No | 44.990294 | 213.362377 | High_spent_Medium_value_payments | 544.697079 | Good | 287 |
26 | Doctor | 62313.540 | 7 | 3 | 18 | 4 | 27 | 11 | 12.82 | 6.0 | Standard | 817.64 | 28.199206 | Yes | 196.679642 | 121.167863 | Low_spent_Large_value_payments | 464.231994 | Standard | 119 |
53 | Doctor | 69886.640 | 4 | 6 | 3 | 1 | 10 | 1 | 7.52 | 2.0 | Good | 683.01 | 34.816698 | No | 57.134763 | 76.395151 | High_spent_Medium_value_payments | 683.858752 | Poor | 209 |
37 | Mechanic | 63601.480 | 3 | 7 | 15 | 6 | 27 | 13 | 19.49 | 6.0 | Standard | 1191.91 | 27.615411 | Yes | 184.691635 | 84.839398 | High_spent_Medium_value_payments | 520.481300 | Standard | 235 |
32 | Doctor | 56125.500 | 8 | 3 | 18 | 2 | 30 | 14 | 17.89 | 4.0 | Standard | 370.22 | 24.344580 | Yes | 81.822857 | 182.848348 | High_spent_Medium_value_payments | 472.841295 | Standard | 347 |
53 | Writer | 10311.095 | 8 | 5 | 17 | 0 | 32 | 11 | 15.02 | 4.0 | Standard | 1024.56 | 38.455658 | Yes | 0.000000 | 25.238397 | High_spent_Small_value_payments | 331.087394 | Standard | 257 |
26 | Scientist | 72050.920 | 2 | 5 | 4 | 2 | 12 | 7 | 8.19 | 0.0 | Good | 297.94 | 39.193921 | No | 88.941012 | 55.240678 | High_spent_Large_value_payments | 713.142643 | Good | 0 |
49 | Musician | 17393.305 | 4 | 7 | 9 | 3 | 9 | 14 | 4.87 | 2.0 | Good | 373.74 | 28.598049 | No | 28.171754 | 48.036754 | Low_spent_Small_value_payments | 329.635701 | Standard | 393 |
56 | Architect | 29764.370 | 7 | 7 | 12 | 2 | 12 | 9 | 18.35 | 0.0 | Standard | 1154.86 | 27.700838 | Yes | 33.146996 | 87.805294 | Low_spent_Small_value_payments | 419.084127 | Standard | 340 |
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